DEVELOPMENT... OpenML
Run
199202

Run 199202

Task 4499 (Supervised Classification) disclosure_z Uploaded 27-02-2015 by Felicia West
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Flow

weka.SPegasos(5)S. Shalev-Shwartz, Y. Singer, N. Srebro: Pegasos: Primal Estimated sub-GrAdient SOlver for SVM. In: 24th International Conference on MachineLearning, 807-814, 2007.
weka.SPegasos(5)_F0
weka.SPegasos(5)_L1.0E-4
weka.SPegasos(5)_E500

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.5054
Per class
F measure
0.5067
Per class
Kappa
0.0107
KB relative information score
63.1474
Mean absolute error
0.4934
Mean prior absolute error
0.4987
Number of instances
6620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5067
Per class
Predictive accuracy
0.5066
Prior entropy
0.9981
Recall
0.5066
Per class
Relative absolute error
0.9893
Root mean prior squared error
0.4993
Root mean squared error
0.7024
Root relative squared error
1.4066
SciMark benchmark
930.5999
UserCPU time millis
30
UserCPU time millis training
30